Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related Features

Tianxiang Zhao, Enyan Dai, Kai Shu, Suhang Wang. Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related Features. In K. Selcuk Candan, Huan Liu 0001, Leman Akoglu, Xin Luna Dong, Jiliang Tang, editors, WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022. pages 1433-1442, ACM, 2022. [doi]

Abstract

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